{"id":"W4231679258","doi":"10.26443/fo.v12i.200","title":"Fontanus Publications","year":2010,"lang":"en","type":"article","venue":"Fontanus","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006879898,0.0008206082,0.0008438625,0.003156319,0.002201851,0.006320534,0.001172098,0.001768575,0.5324622],"category_scores_gemma":[0.004148373,0.0003545518,0.0004385421,0.004591426,0.0009077364,0.00317629,0.002264962,0.002188967,0.3500596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603731,"about_ca_system_score_gemma":0.001812636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652357,"about_ca_topic_score_gemma":0.007355224,"domain_scores_codex":[0.9989441,0.00008884198,0.00004792235,0.0002429023,0.0006003262,0.00007604001],"domain_scores_gemma":[0.9982139,0.0002419769,0.0001045351,0.0003698708,0.0008151209,0.0002547407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003181477,0.00002880437,0.0001191436,0.0001565818,0.0000030352,0.00007436057,0.00009519773,0.0000529895,0.0003045494,0.02983593,0.8117589,0.1575387],"study_design_scores_gemma":[0.000002529557,0.000003667883,0.0001747165,0.00007107187,0.000001044439,0.00007028809,0.00003196502,0.0000277183,0.00008260459,0.00232219,0.9972097,0.000002384648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006041308,0.00789291,0.0008050937,0.004297961,0.006835648,0.00004512616,0.001707834,0.0005177159,0.9772934],"genre_scores_gemma":[0.001973923,0.002422394,0.0003770086,0.0004264008,0.0007109934,0.0000202406,0.0006217043,0.000192421,0.9932548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5324622,"threshold_uncertainty_score":0.666886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037284789038189,"score_gpt":0.2067623428164257,"score_spread":0.1694775537782367,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}